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Metelli, Alberto Maria
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1

Interpretable linear dimensionality reduction based on bias..:

Bonetti, Paolo ; Metelli, Alberto Maria ; Restelli, Marcello
Data Mining and Knowledge Discovery.  , 2024
Link: https://doi.org/10.1007/..
 
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2

Sample complexity of variance-reduced policy gradient: weak..:

Paczolay, Gabor ; Papini, Matteo ; Metelli, Alberto Maria..
Machine Learning.  , 2024
Link: https://doi.org/10.1007/..
 
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3

Optimizing Empty Container Repositioning and Fleet Deployme..:

Poiani, Riccardo ; Stirbu, Ciprian ; Metelli, Alberto Maria.
IEEE Transactions on Intelligent Transportation Systems.  25 (2024)  5 - p. 4704-4711 , 2024
Link: https://doi.org/10.1109/..
 
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4

Information-Theoretic Regret Bounds for Bandits with Fixed ..:

, In: 2023 IEEE Information Theory Workshop (ITW),
Eldowa, Khaled ; Cesa-Bianchi, Nicolo ; Metelli, Alberto Maria. - p. 30-35 , 2023
Link: https://doi.org/10.1109/..
 
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5

ARLO: A framework for Automated Reinforcement Learning:

Mussi, Marco ; Lombarda, Davide ; Metelli, Alberto Maria..
Expert Systems with Applications.  224 (2023)  - p. 119883 , 2023
Link: https://doi.org/10.1016/..
 
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6

IWDA: Importance Weighting for Drift Adaptation in Streamin..:

Fedeli, Filippo ; Metelli, Alberto Maria ; Trovò, Francesco.
IEEE Transactions on Neural Networks and Learning Systems.  34 (2023)  10 - p. 6813-6823 , 2023
Link: https://doi.org/10.1109/..
 
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7

Configurable Environments in Reinforcement Learning: An Ove..:

, In: Special Topics in Information Technology; SpringerBriefs in Applied Sciences and Technology,
Metelli, Alberto Maria - p. 101-113 , 2022
Link: https://doi.org/10.1007/..
 
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8

Storehouse: a Reinforcement Learning Environment for Optimi..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Cestero, Julen ; Quartulli, Marco ; Metelli, Alberto Maria. - p. 1-9 , 2022
Link: https://doi.org/10.1109/..
 
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9

Policy space identification in configurable environments:

Metelli, Alberto Maria ; Manneschi, Guglielmo ; Restelli, Marcello
Machine Learning.  111 (2021)  6 - p. 2093-2145 , 2021
Link: https://doi.org/10.1007/..
 
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10

Dealing with multiple experts and non-stationarity in inver..:

Likmeta, Amarildo ; Metelli, Alberto Maria ; Ramponi, Giorgia...
Machine Learning.  110 (2021)  9 - p. 2541-2576 , 2021
Link: https://doi.org/10.1007/..
 
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11

Combining reinforcement learning with rule-based controller..:

Likmeta, Amarildo ; Metelli, Alberto Maria ; Tirinzoni, Andrea...
Robotics and Autonomous Systems.  131 (2020)  - p. 103568 , 2020
Link: https://doi.org/10.1016/..
 
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12

Feature Selection via Mutual Information: New Theoretical I..:

, In: 2019 International Joint Conference on Neural Networks (IJCNN),
Beraha, Mario ; Metelli, Alberto Maria ; Papini, Matteo.. - p. 1-9 , 2019
Link: https://doi.org/10.1109/..
 
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13

Content-Based approaches for Cold-Start Job Recommendations:

, In: Proceedings of the Recommender Systems Challenge 2017,
Bianchi, Mattia ; Cesaro, Federico ; Ciceri, Filippo... - p. 1-5 , 2017
Link: https://dl.acm.org/doi/1..
 
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14

Exploiting environment configurability in reinforcement lea.. 

Frontiers in artificial intelligence and applications, volume 361
Metelli, Alberto Maria , 1207
Link: https://search.ebscohost..
 
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15

Inverse Reinforcement Learning with Sub-optimal Experts:

Poiani, Riccardo ; Curti, Gabriele ; Metelli, Alberto Maria.
http://arxiv.org/abs/2401.03857.  , 2024
Link: http://arxiv.org/abs/240..
 
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